Analysis of the impact of the COVID-19 pandemic on the stage at diagnosis in breast cancer patients at a French comprehensive cancer centre, through two different methods: a preliminary study.

IF 3 3区 医学 Q2 ONCOLOGY
Zago Alessandra, Lévêque Emilie, Augustynen Aline, Leheurteur Marianne, Ottaviani Marie, Loeb Agnès, Vermeulin Thomas
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Abstract

Purpose: In early 2020, the Coronavirus-19 (COVID-19) pandemic led to widespread lockdowns, disrupting cancer-screening programs and limiting access to care. Although a temporary drop in new breast cancer diagnosis had been noted, variations in stage of disease have been explored less frequently, and with methodological approaches that might lead to imprecise or approximative results. This preliminary study aimed to assess possible variations in breast cancer stage at diagnosis over a long-time period using two different approaches.

Methods: We analysed data from 3 787 women with invasive breast cancer treated at our comprehensive cancer centre between 2017 and 2022. We evaluated changes in proportions of staging parameters using two different approaches: a traditional "pre-to-post pandemic" traditional comparison and time series models. The latter included ARIMA (AutoRegressive Integrated Moving Average) models, complemented by the research of potential significant estimated structural breakpoints over time in linear regression models.

Results: The pre-to-post comparison suggested an overall positive overview of the differences observed before and after the pandemic. However, ARIMA and logistic models demonstrated a relative stability in tumour size and metastatic status, with only one significant breakpoint observed: a shift in the rate of patients with no lymph node involvement (N0), likely unrelated to the pandemic.

Conclusions: This is the first study to assess changes in breast cancer stage at diagnosis using time series and structural breakpoint analysis over an extended period. Our preliminary results highlight the importance of using advanced statistical techniques when evaluating the impact of systemic disruptions (like COVID-19) on cancer care.

通过两种不同的方法分析COVID-19大流行对法国综合癌症中心乳腺癌患者诊断阶段的影响:一项初步研究。
目的:2020年初,冠状病毒-19 (COVID-19)大流行导致大范围封锁,扰乱了癌症筛查计划,限制了获得医疗服务的机会。虽然已注意到乳腺癌新诊断率暂时下降,但对疾病阶段变化的研究较少,而且方法方法可能导致不精确或近似的结果。这项初步研究旨在通过两种不同的方法评估长期诊断时乳腺癌分期的可能变化。方法:我们分析了2017年至2022年在我们的综合癌症中心治疗的3 787名浸润性乳腺癌妇女的数据。我们使用两种不同的方法评估分期参数比例的变化:传统的“大流行之前到之后”、传统的比较和时间序列模型。后者包括ARIMA(自回归综合移动平均)模型,辅以线性回归模型中随时间推移的潜在显著估计结构断点的研究。结果:前后比较表明,大流行前后观察到的差异总体上是积极的。然而,ARIMA和logistic模型显示肿瘤大小和转移状态的相对稳定性,仅观察到一个重要的断点:无淋巴结累及(N0)的患者比例的变化,可能与大流行无关。结论:这是第一个在较长时期内使用时间序列和结构断点分析来评估乳腺癌诊断阶段变化的研究。我们的初步结果强调了在评估系统性破坏(如COVID-19)对癌症治疗的影响时使用先进统计技术的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
6.80
自引率
2.60%
发文量
342
审稿时长
1 months
期刊介绍: Breast Cancer Research and Treatment provides the surgeon, radiotherapist, medical oncologist, endocrinologist, epidemiologist, immunologist or cell biologist investigating problems in breast cancer a single forum for communication. The journal creates a "market place" for breast cancer topics which cuts across all the usual lines of disciplines, providing a site for presenting pertinent investigations, and for discussing critical questions relevant to the entire field. It seeks to develop a new focus and new perspectives for all those concerned with breast cancer.
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